BAIS Consulting   01 / AI x Web3

Beyond AI Systems
Consulting

Helping Web3 teams design and prototype practical AI features that improve growth, UX, and data intelligence.

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01   About

Production AI for teams that build on-chain.

I build production AI systems and help teams integrate AI capabilities directly into their products and workflows.

My work focuses on LLM systems, agent workflows, AI analytics tools, and real world deployment of AI applications. I work closely with product teams to turn AI from an experiment into a usable product feature.

smridhi.netlify.app →

02   Examples

AI features Web3 products can ship.

These are examples of the types of integrations I help teams design and prototype.

DeFi

Wallet Re-engagement Engine

Like Zomato's "let's skip cooking today" notifications, but for wallets. Uses on chain activity to send personalised prompts that bring users back to positions they forgot about at the right moment.

Example prompt
"Your old liquidity pool now yields 3x more."
RWA

Bloomberg Terminal for Tokenised Assets

A unified dashboard for tokenised markets. Aggregates yields, liquidity depth, redemption windows, and asset performance across tokenised assets.

Investors can query data in plain language such as "Show real estate tokens yielding above 8 percent." This turns fragmented RWA dashboards into a research layer similar to a Bloomberg style terminal.

DAO

Governance Participation Engine

Detects new token holders and explains active governance proposals in plain language. It answers questions about proposals and reminds token holders before voting closes.

Most DAOs have thousands of holders but only around 3 percent voter participation. This is often assumed to be a community problem. In many cases it is an automation problem.

03   Engagement Options

Three ways to work together.

AI Idea Discovery
INR 15,000 – 25,000
Timeline: 1 week
Includes
  • Identifying AI opportunities inside the product
  • Designing architecture and integration approach
  • Delivering a clear implementation roadmap
Production Integration
Scope based pricing
Timeline: discussed after initial call
Includes
  • Full implementation inside your product
  • Architecture tailored to your stack
  • Deployment guidance and integration support

Pricing depends on scope, infrastructure, and product complexity.

04   Next Step

Let's discuss
your product.

If your team is exploring AI features or agent workflows, I am happy to discuss ideas specific to your product.

Start with an AI Idea Discovery

One week. I map your product, identify where AI creates real leverage, and deliver a concrete roadmap. No generic strategy decks. Everything is specific to your stack and your users.

Book the Discovery Call →

INR 15,000 – 25,000  /  1 week